Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model

Detection of Diabetic Eye Disease from Retinal Images Using a Deep Learning Based CenterNet Model

Diabetic retinopathy (DR) is an eye disease that alters the blood vessels of a person suffering from diabetes. Diabetic macular edema (DME) occurs when DR affects the macula, which causes fluid accumulation in the macula. Efficient screening systems require experts to manually analyze images to reco...

Full description

Bibliographic Details
Main Authors: Tahira Nazir, Marriam Nawaz, Junaid Rashid, Rabbia Mahum, Momina Masood, Awais Mehmood, Farooq Ali, Jungeun Kim, Hyuk-Yoon Kwon, Amir Hussain
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Sensors
Subjects:
diabetic retinopathy
diabetic macular edema
medical imaging
deep learning
retinal images
Online Access:https://www.mdpi.com/1424-8220/21/16/5283

Internet

https://www.mdpi.com/1424-8220/21/16/5283

Similar Items